Basic Statistics

Raw Counts

Name Value
Rows 74,111
Columns 29
Discrete columns 19
Continuous columns 10
All missing columns 0
Missing observations 0
Complete Rows 74,111
Total observations 2,149,219
Memory allocation 113.1 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

## 10 columns ignored with more than 50 categories.
## amenities: 67122 categories
## description: 73479 categories
## first_review: 2555 categories
## host_response_rate: 81 categories
## host_since: 3088 categories
## last_review: 1372 categories
## name: 73359 categories
## neighbourhood: 620 categories
## thumbnail_url: 65884 categories
## zipcode: 770 categories

QQ Plot

Correlation Analysis

## 11 features with more than 20 categories ignored!
## property_type: 35 categories
## amenities: 67122 categories
## description: 73479 categories
## first_review: 2555 categories
## host_response_rate: 81 categories
## host_since: 3088 categories
## last_review: 1372 categories
## name: 73359 categories
## neighbourhood: 620 categories
## thumbnail_url: 65884 categories
## zipcode: 770 categories

Principal Component Analysis

## 10 features with more than 50 categories ignored!
## amenities: 67122 categories
## description: 73479 categories
## first_review: 2555 categories
## host_response_rate: 81 categories
## host_since: 3088 categories
## last_review: 1372 categories
## name: 73359 categories
## neighbourhood: 620 categories
## thumbnail_url: 65884 categories
## zipcode: 770 categories